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Hybrid and Advanced Compression Techniques for Medical Images / by Rohit M. Thanki, Ashish Kothari

Von: Mitwirkende(r): Resource type: Ressourcentyp: Buch (Online)Buch (Online)Sprache: Englisch Reihen: SpringerLink BücherVerlag: Cham : Springer International Publishing, 2019Beschreibung: Online-Ressource (XVII, 95 p. 43 illus., 9 illus. in color, online resource)ISBN:
  • 9783030125752
Schlagwörter: Andere physische Formen: 9783030125745 | 9783030125769 | 9783030125776 | Erscheint auch als: 978-3-030-12574-5 Druck-Ausgabe | Printed edition: 9783030125745 | Printed edition: 9783030125769 | Printed edition: 9783030125776 DDC-Klassifikation:
  • 610.28
LOC-Klassifikation:
  • R856-857
DOI: DOI: 10.1007/978-3-030-12575-2Online-Ressourcen: Zusammenfassung: This book introduces advanced and hybrid compression techniques specifically used for medical images. The book discusses conventional compression and compressive sensing (CS) theory based approaches that are designed and implemented using various image transforms, such as: Discrete Fourier Transform (DFT), Discrete Cosine Transform (DCT), Discrete Wavelet Transform (DWT), and Singular Value Decomposition (SVD) and greedy based recovery algorithm. The authors show how these techniques provide simulation results of various compression techniques for different types of medical images, such as MRI, CT, US, and x-ray images. Future research directions are provided for medical imaging science. The book will be a welcomed reference for engineers, clinicians, and research students working with medical image compression in the biomedical imaging field. Covers various algorithms for data compression and medical image compression; Provides simulation results of compression algorithms for different types of medical images; Provides study of compressive sensing theory for compression of medical imagesZusammenfassung: Chapter 1. Data Compression and its Application in Medical Imaging -- Chapter 2. Classification in Data Compression -- Chapter 3.Mathematical Preliminaries -- Chapter 4.Conventional Compression Techniques for Medical Images -- Chapter 5. CS Theory based Compression Techniques for Medical Images -- Chapter 6. Color Medical Image Compression TechniquesPPN: PPN: 1067372970Package identifier: Produktsigel: ZDB-2-ENG | ZDB-2-SEB | ZDB-2-SXE
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